Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models.

Yixin Chen Dong Hua Fang Liu

Published in: ICTAI (1) (2008)

Keyphrases

efficient learning
latent class models
bayesian networks
hierarchical latent class models
cluster analysis
learning algorithm

graphical models
probability distribution
observed variables
conditional independence
pattern languages
probabilistic model

collaborative filtering
probabilistic inference
structure learning
incomplete data
parameter learning
random variables

hidden variables
structured prediction
data mining
databases
conditional probabilities
latent variables